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对比增强双能乳腺 X 线摄影中的运动伪影减少 - 关于非刚性配准作为运动校正对图像质量影响的多读者研究。

Motion Artifact Reduction in Contrast-Enhanced Dual-Energy Mammography - A Multireader Study about the Effect of Nonrigid Registration as Motion Correction on Image Quality.

机构信息

Department of Radiology, MVZ Prof. Dr. Uhlenbrock & Partner, Dortmund, Germany.

Center of Clinical Epidemiology, Institute for Medical Informatics, Biometry and Epidemiology, Medical Faculty, University Duisburg-Essen, Germany.

出版信息

Rofo. 2021 Oct;193(10):1183-1188. doi: 10.1055/a-1388-7712. Epub 2021 Mar 18.

Abstract

PURPOSE

The technically caused delay between low-energy (LE) and high-energy (HE) acquisitions allows motion artifacts in contrast-enhanced dual-energy mammography (CEDEM). In this study the effect of motion correction by nonrigid registration on image quality of the recombined images was investigated.

MATERIALS AND METHODS

Retrospectively for 354 recombined CEDEM images an additional recombined image was processed from the raw data of LE and HE images using the motion correction algorithm. Five radiologists with many years of experience in breast cancer diagnostic imaging compared side-by-side one conventional processed CEDEM image with the corresponding image processed by the motion correction algorithm. Every pair of images was compared based on six criteria: General image quality (1), sharpness of skin contour (2), reduction of image artifacts (3), sharpness of lesion contour (4), contrast of lesion (5), visibility of lymph nodes (6). These criteria were rated on a Likert scale (improvement: + 1, + 2; deterioration: -1, -2).

RESULTS

The mean ratings concerning criteria 1-5 showed a superiority of the recombined images processed by the motion correction algorithm. For example, the mean rating of general image quality was 0.86 (95 % CI: 0.78; 0.93). Only the mean rating concerning criterion 6 showed an inferiority of the recombined images processed by the motion correction algorithm (-0.29 (-0.46; -0.13)).

CONCLUSION

The usage of nonrigid registration for motion correction significantly improves the general image quality and the quality of subordinate criteria on the recombined CEDEM images at the expense of somewhat reduced lymph node visibility in some cases.

KEY POINTS

· The usage of motion correction in CEDEM improves the general image quality. · Motion correction might have the potential to increase diagnostic accuracy. · Alternative methods of motion artifact reduction are not yet available in clinical practice.

CITATION FORMAT

· Sistermanns M, Kowall B, Hörnig M et al. Motion Artifact Reduction in Contrast-Enhanced Dual-Energy Mammography - A Multireader Study about the Effect of Nonrigid Registration as Motion Correction on Image Quality. Fortschr Röntgenstr 2021; 193: 1183 - 1188.

摘要

目的

低能(LE)和高能(HE)采集之间的技术延迟导致对比增强双能乳腺摄影(CEDEM)中的运动伪影。本研究旨在探讨非刚性配准对重组图像图像质量的运动校正效果。

材料与方法

回顾性地对 354 幅重组的 CEDEM 图像,从 LE 和 HE 图像的原始数据中,使用运动校正算法处理出另一幅重组图像。5 位具有多年乳腺癌诊断成像经验的放射科医生并排比较了常规处理的 CEDEM 图像与运动校正算法处理的相应图像。每对图像均根据 6 个标准进行比较:整体图像质量(1)、皮肤轮廓锐度(2)、图像伪影减少(3)、病灶轮廓锐度(4)、病灶对比度(5)、淋巴结可见性(6)。这些标准的评分采用李克特量表(改善:+1、+2;恶化:-1、-2)。

结果

在标准 1-5 方面,经运动校正算法处理的重组图像的平均评分具有优势。例如,整体图像质量的平均评分为 0.86(95%置信区间:0.78;0.93)。仅标准 6 的平均评分显示经运动校正算法处理的重组图像的劣于常规处理的图像(-0.29(-0.46;-0.13))。

结论

非刚性配准用于运动校正可显著提高重组 CEDEM 图像的整体图像质量和次要标准的质量,但在某些情况下会降低淋巴结的可见性。

重点

CEDEM 中使用运动校正可改善整体图像质量。运动校正可能有潜力提高诊断准确性。替代运动伪影减少的方法在临床实践中尚不可用。

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